# Quality Control Tags

Quality control tags annotate records with validation states, confidence scores, normalization notes, and lineage. They enable downstream filtering, audits, and feedback loops that incrementally improve extraction accuracy and reliability.

## Additional resources:

[Web Scraping Services](https://www.promptcloud.com/solutions/web-scraping-services/)